Talent Intelligence Research Engineer

McChrystal Group
Alexandria, VA

Job Description

Job Description

Position Overview:

Our consultants work side by side with client organizations to help them make smarter decisions about their people. The Talent Intelligence Research Engineer is the analytical engine behind that work.

In this role, you will be embedded on client-facing consulting teams, working directly with clients to answer complex questions about their workforce and talent landscape. The data you work with spans publicly available talent and talent-adjacent data, as well as clients’ own workforce data.

The questions you'll tackle might look like: How much should we be paying for this role in this market? Where does the talent we need actually exist, and can we compete for it? How does our workforce compare to our competitors? What skills does our organization have today, and what are we missing?

To answer those questions, you'll pull from a wide toolkit, writing code, scraping and acquiring data from public sources, applying natural language processing, machine learning, and AI techniques, and designing custom analytical approaches when no off-the-shelf solution exists. Every engagement is different, and the problems are genuinely novel.

This is not a role that maintains systems or runs recurring reports. It is investigative and project-based by nature. You'll move from engagement to engagement, working alongside consultants and client business leaders to develop proprietary methodologies, build analytical capabilities that don't exist anywhere else, and deliver the data assets and insights that help clients make better decisions about their talent, workforce, organization, and leadership.

Workforce & Talent Intelligence

  • Conduct research and analysis related to labor markets, compensation, talent availability, workforce composition, organizational structures, skills, and recruiting dynamics.

  • Develop methodologies to estimate or infer workforce attributes that are not directly observable.

  • Analyze talent pools, labor supply, competitive hiring environments, and organizational capabilities.

  • Produce actionable talent intelligence for client engagements.

  • Communicate findings, assumptions, confidence levels, and limitations to both technical and non-technical audiences.

Research Engineering & Data Acquisition

  • Acquire data from public, commercial, and proprietary sources.

  • Develop custom web scraping, extraction, and enrichment workflows to support research initiatives.

  • Build one-off software tools and analytical applications required to answer specific business questions.

  • Evaluate data quality, completeness, and reliability across multiple sources.

  • Rapidly learn and apply new technologies, techniques, and datasets as project requirements evolve.

Machine Learning, AI & Advanced Analytics

  • Apply machine learning, natural language processing, statistical methods, and generative AI techniques to solve talent intelligence problems.

  • Develop similarity, matching, classification, clustering, ranking, and inference approaches when appropriate.

  • Leverage large language models and modern AI tooling to accelerate research and insight generation.

  • Design experiments and validation approaches to assess analytical accuracy and reliability.

  • Translate analytical outputs into practical business recommendations.

Consulting & Collaboration

  • Partner with consultants, researchers, and client-facing stakeholders to understand business challenges.

  • Contribute to the development of proprietary talent intelligence methodologies and intellectual property.

  • Support client engagements through research, analytical problem solving, and technical expertise.

  • Present research findings and recommendations to clients and internal stakeholders.

  • Share tools, approaches, and best practices across the organization.

Qualifications:

Required Qualifications

  • Bachelor's degree in Computer Science, Data Science, Statistics, Economics, Mathematics, Engineering, Social Sciences, or a related quantitative field.

  • 4-6 years of relevant experience

  • Experience conducting independent analytical or research-oriented projects.

  • Strong programming skills, particularly in Python.

  • Strong analytical reasoning and problem-solving abilities.

  • Ability to work effectively in ambiguous environments with limited precedent or direction.

  • Excellent written and verbal communication skills.

  • Experience with labor market, workforce, recruiting, compensation, or organizational data.

  • Experience working with large structured and unstructured datasets.

  • Must be able to obtain and maintain a U.S. Government security clearance.

Preferred Qualifications

  • Experience with web scraping, data acquisition, and information extraction.

  • Experience with machine learning, NLP, or AI-assisted analytics.

  • Exposure to consulting, market intelligence, economic research, competitive intelligence, or workforce analytics environments.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

Posted 2026-07-16

Recommended Jobs

Senior HVAC Technician

Yellowstone Local
North Chesterfield, VA

Yellowstone Local is proud to represent Bradley Mechanical, an industry leader in residential HVAC, plumbing, electrical, and home services. If you're an HVAC technician who takes pride in accurat…

View Details
Posted 2026-07-16

Designer (Norfolk, VA)

General Dynamics - Bath Iron Works
Norfolk, VA

This is an onsite position located in Norfolk, VA. Primary responsibilities include, but are not limited to Designer Perform ship checks to support DDG design development. Development of sh…

View Details
Posted 2026-07-04

Spirit Brand Ambassador- Hiring for multiple locations in Virginia

Nova Tastings
Richmond, VA

Job Description Job Description Join a Fast-Growing, Industry-Leading Company! With several years in the beverage industry, NOVA Tastings is revolutionizing off-premise sampling. Born during …

View Details
Posted 2026-06-26

Catholic Religious Education Coordinator

Ladgov Corporation
Patrick County, VA

Job Title: Catholic Religious Education Coordinator Job Type: Part-Time — Minimum of approximately 30 hours per month Place of Performance: Services will primarily be performed at: Seasi…

View Details
Posted 2026-07-10

IT Services Manager

ZIM
Virginia Beach, VA

Main Purpose of the Role: Manage and Support information technology, computer network systems in the regional offices Controlling and evaluating IT and electronic data operations Manage and Pr…

View Details
Posted 2026-05-08

Cloud Engineer

System One
Reston, VA

Cloud Engineer 100% remote US Citizenship is required per government contract Must be able to obtain Public Trust clearance (6-8 week process) $50/hr W2 The Cloud Engineer is responsible…

View Details
Posted 2026-07-11

Contracts SME

MDW Associates
Arlington, VA

Job Description Job Description MDW Associates is currently seeking a Contracts SME to work with our government client in Arlington, VA. The Contracts SME will support the Office of the Under …

View Details
Posted 2026-07-16

Adult Psychiatrist - 4040

Med Source Consultants
Virginia

Adult Psychiatrist – 4040 Make an Impact in Crisis Psychiatry ? Psychiatrist Role Available *Come enjoy the beautiful Blue Ridge Mountains. *This wonderful midsize community is accessible by ai…

View Details
Posted 2026-01-14

Systems Integrator - Active Security Clearance

Cadre
Reston, VA

Job Description Job Description CADRE is relied upon for delivering superior insight and leadership to solve the nation's most critical national security challenges in the most demanding environm…

View Details
Posted 2026-06-19

Maintenance Tech (Full-Time)

Goodwin House
Falls Church, VA

Job Description Job Description Celebrated as the #3 Top Workplace in the D.C. region for 2025 by The Washington Post since 2019 , Goodwin Living is more than a team – it's a global family o…

View Details
Posted 2026-07-05